datasets Package

Modules

datasets	Datasets used in MicrosoftML unittests.
image	Data about images.

Classes

DataSetIris	Iris dataset dataset.
DataSetInfert	Infert dataset.
Topics	Sample dataset to show Light LDA transform examples in the API Reference section
Timeseries	Sample dataset to show Timeseries transform examples in the API Reference section
DataSetAirQuality	AirQuality dataset.
WikiDetox_Train	WikiDetox dataset train.
WikiDetox_Test	WikiDetox dataset test.
Generated_Twitter_Train	Manually generated Twitter training dataset.
Generated_Twitter_Test	Manually generated Twitter testing dataset.
Generated_Ticket_Train	Manually generated Flight ticket training dataset.
Generated_Ticket_Test	Manually generated Flight ticket testing dataset.
Uci_Train	UCI Adult dataset train.
Uci_Test	UCI Adult dataset test.
MSLTR_Train	MSLTR dataset train, sampled from https://www.microsoft.com/en-us/research/project/mslr/
MSLTR_Test	MSLTR dataset test, sampled from https://www.microsoft.com/en-us/research/project/mslr/
FS_Train	Flight Schedule data, manually created
FS_Test	Flight Schedule data, manually created

Functions

get_dataset

Return a predefined datasets.

param name: options are: airquality, fstest, fstrain, gen_tickettest, gen_tickettrain, gen_twittertest, gen_twittertrain, infert, iris, msltrtest, msltrtrain, timeseries, topics, uciadult_test, uciadult_train, wiki_detox_test, wiki_detox_train.

Example:

  ```

  >>> from nimbusml.datasets import get_dataset
  >>> path = get_dataset('infert').as_filepath()
  >>> print(path)
  ...
  ```

imbusmldatasets_datagplv2infert.csv

get_dataset(name)

Parameters

Name	Description
name

available_datasets

Returns the list of available datasets.

available_datasets()